EP2696191A4 - METHOD FOR CHARACTERIZING AND CLASSIFYING RENAL CALCULATIONS - Google Patents

METHOD FOR CHARACTERIZING AND CLASSIFYING RENAL CALCULATIONS

Info

Publication number
EP2696191A4
EP2696191A4 EP12767459.6A EP12767459A EP2696191A4 EP 2696191 A4 EP2696191 A4 EP 2696191A4 EP 12767459 A EP12767459 A EP 12767459A EP 2696191 A4 EP2696191 A4 EP 2696191A4
Authority
EP
European Patent Office
Prior art keywords
characterizing
calculations
classifying renal
renal
classifying
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Withdrawn
Application number
EP12767459.6A
Other languages
German (de)
French (fr)
Other versions
EP2696191A1 (en
Inventor
Francisco Blanco
Giuseppe Bonifazi
Aldo Gargiulo
Josef Havel
Montserrat López
Silvia Serranti
Manuel Valiente
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Universitat Autonoma de Barcelona UAB
Universita degli Studi di Roma La Sapienza
Original Assignee
Universitat Autonoma de Barcelona UAB
Universita degli Studi di Roma La Sapienza
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Universitat Autonoma de Barcelona UAB, Universita degli Studi di Roma La Sapienza filed Critical Universitat Autonoma de Barcelona UAB
Publication of EP2696191A1 publication Critical patent/EP2696191A1/en
Publication of EP2696191A4 publication Critical patent/EP2696191A4/en
Withdrawn legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16ZINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS, NOT OTHERWISE PROVIDED FOR
    • G16Z99/00Subject matter not provided for in other main groups of this subclass
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/48Other medical applications
    • A61B5/4842Monitoring progression or stage of a disease
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/20Measuring for diagnostic purposes; Identification of persons for measuring urological functions restricted to the evaluation of the urinary system
    • A61B5/201Assessing renal or kidney functions
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B6/00Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01JMEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
    • G01J3/00Spectrometry; Spectrophotometry; Monochromators; Measuring colours
    • G01J3/28Investigating the spectrum
    • G01J3/2823Imaging spectrometer
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01JMEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
    • G01J3/00Spectrometry; Spectrophotometry; Monochromators; Measuring colours
    • G01J3/28Investigating the spectrum
    • G01J3/40Measuring the intensity of spectral lines by determining density of a photograph of the spectrum; Spectrography
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/17Systems in which incident light is modified in accordance with the properties of the material investigated
    • G01N21/25Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
    • G01N21/31Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
    • G01N21/35Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light
    • G01N21/359Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light using near infrared light
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T1/00General purpose image data processing
    • G06T1/20Processor architectures; Processor configuration, e.g. pipelining
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N2201/00Features of devices classified in G01N21/00
    • G01N2201/12Circuits of general importance; Signal processing
    • G01N2201/129Using chemometrical methods
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N2201/00Features of devices classified in G01N21/00
    • G01N2201/12Circuits of general importance; Signal processing
    • G01N2201/129Using chemometrical methods
    • G01N2201/1296Using chemometrical methods using neural networks
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/21Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/213Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods
    • G06F18/2135Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods based on approximation criteria, e.g. principal component analysis
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems

Landscapes

  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • General Health & Medical Sciences (AREA)
  • Pathology (AREA)
  • Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Medical Informatics (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Biophysics (AREA)
  • Animal Behavior & Ethology (AREA)
  • Molecular Biology (AREA)
  • Public Health (AREA)
  • Veterinary Medicine (AREA)
  • Surgery (AREA)
  • Biomedical Technology (AREA)
  • Immunology (AREA)
  • Chemical & Material Sciences (AREA)
  • Analytical Chemistry (AREA)
  • Biochemistry (AREA)
  • Physiology (AREA)
  • Urology & Nephrology (AREA)
  • Theoretical Computer Science (AREA)
  • High Energy & Nuclear Physics (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Optics & Photonics (AREA)
  • Radiology & Medical Imaging (AREA)
  • Investigating Or Analysing Materials By Optical Means (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
EP12767459.6A 2011-04-06 2012-04-10 METHOD FOR CHARACTERIZING AND CLASSIFYING RENAL CALCULATIONS Withdrawn EP2696191A4 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
ES201130548A ES2390069B1 (en) 2011-04-06 2011-04-06 CHARACTERIZATION AND CLASSIFICATION PROCEDURE OF RENAL CALCULATIONS
PCT/ES2012/070239 WO2012136874A1 (en) 2011-04-06 2012-04-10 Method for the characterisation and classification of kidney stones

Publications (2)

Publication Number Publication Date
EP2696191A1 EP2696191A1 (en) 2014-02-12
EP2696191A4 true EP2696191A4 (en) 2014-10-22

Family

ID=46968645

Family Applications (1)

Application Number Title Priority Date Filing Date
EP12767459.6A Withdrawn EP2696191A4 (en) 2011-04-06 2012-04-10 METHOD FOR CHARACTERIZING AND CLASSIFYING RENAL CALCULATIONS

Country Status (3)

Country Link
EP (1) EP2696191A4 (en)
ES (1) ES2390069B1 (en)
WO (1) WO2012136874A1 (en)

Families Citing this family (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
ES2556558B1 (en) * 2014-06-18 2017-01-31 Universitat Autònoma De Barcelona Method and system for automatic classification of kidney stones, computer program and computer program product
CN105701812B (en) * 2016-01-12 2021-09-07 南京工程学院 Visual recognition system for cotton picking robots
FR3074596B1 (en) * 2017-12-01 2019-12-06 Universite De Reims Champagne Ardenne METHOD FOR CHARACTERIZING SAMPLES USING NEURON NETWORKS
EP3737930B1 (en) * 2018-01-10 2025-11-05 Siemens Healthcare Diagnostics, Inc. Methods and apparatus for bio-fluid specimen characterization using neural network having reduced training
CN108344701A (en) * 2018-02-02 2018-07-31 东北电力大学 Paraffin grade qualitative classification based on hyperspectral technique and quantitative homing method
CN108460342B (en) * 2018-02-05 2021-01-01 西安电子科技大学 Hyperspectral image classification method based on convolutional neural network and cyclic neural network
CN109034274B (en) * 2018-08-30 2021-01-22 深圳大学 Method, device and equipment for improving hyperspectral image classification precision and storage medium
CN109470639A (en) * 2018-11-07 2019-03-15 浙江大学 Mulberry borer larvae and a rapid identification method for damage to mulberry leaves based on visible and near-infrared hyperspectral imaging
CN110084159B (en) * 2019-04-15 2021-11-02 西安电子科技大学 Hyperspectral image classification method based on joint multi-level spatial spectral information CNN
CN110658174B (en) * 2019-08-27 2022-05-20 厦门谱识科仪有限公司 Intelligent identification method and system based on surface enhanced Raman spectrum detection
KR102789535B1 (en) 2022-02-21 2025-03-31 계명대학교 산학협력단 Classification method and analysis apparatus for uric acid stone using radiomics parameters of computed tomography

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20090156900A1 (en) * 2007-12-13 2009-06-18 Robertson David W Extended spectral sensitivity endoscope system and method of using the same

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8406859B2 (en) * 2008-08-10 2013-03-26 Board Of Regents, The University Of Texas System Digital light processing hyperspectral imaging apparatus

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20090156900A1 (en) * 2007-12-13 2009-06-18 Robertson David W Extended spectral sensitivity endoscope system and method of using the same

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
"Kidney stone", WIKIPEDIA, 1 April 2011 (2011-04-01), pages 1 - 12, XP055139490, Retrieved from the Internet <URL:http://en.wikipedia.org/w/index.php?title=Special:Book&bookcmd=download&collection_id=bf0c2fe82589e04f&writer=rl&return_to=Kidney stone> [retrieved on 20140910] *
See also references of WO2012136874A1 *

Also Published As

Publication number Publication date
EP2696191A1 (en) 2014-02-12
ES2390069B1 (en) 2013-10-30
ES2390069A1 (en) 2012-11-06
WO2012136874A1 (en) 2012-10-11

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Inventor name: GARGIULO, ALDO

Inventor name: BONIFAZI, GIUSEPPE

Inventor name: VALIENTE, MANUEL

Inventor name: BLANCO, FRANCISCO

Inventor name: LOPEZ, MONTSERRAT

Inventor name: SERRANTI, SILVIA

Inventor name: HAVEL, JOSEF

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